From the work
Experience-led advice on software, quality, and agentic systems.
Aleph Engineering
AI transformation becomes useful when it starts with the work people actually do: the systems, decisions, exceptions, and responsibilities that surround a process.
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A document agent needs a security and delivery harness before it needs more autonomy. Here is the architecture we are using to make intake inspectable, recoverable, and safe to pause.
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Before investing in agents, automation, or a platform rewrite, understand the system, the workflow, and the boundaries that make change safe.
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